Bansilal Ramnath Agarwal Charitable Trust's

Vishwakarma Institute of Technology,Pune

Faculty Profile
Home | DR. DEEPA ABIN

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DR. DEEPA ABIN

Designation:

Associate Professor

Department:

Computer Science and Engineering (Data Science)

Email :

deepa.abin@vit.edu

Phone :

9922415717

 



Personal

Educational Qualification :

University Degree Year
Savitribai Phule Pune University Phd 2022
Savitribai Phule Pune University ME 2013
Savitribai Phule Pune University BE 2004


Date of Joining : 31/07/2024


Total Experience : 21 year:7 month

Experience :

Sr. No Organisation Designation From Date To Date Years of Experience
1 K.K.Wagh College of Engineering Lecturer 22-Sep-2004 19-Jul-2008 3
2 P.V.P.I.T College of Engineering Lecturer 22-Jul-2008 02-Feb-2009 0
3 PCCoE Assistant Professor 03-Feb-2009 18-Aug-2024 15
4 VIT Associate Professor 01-Aug-2024 - 1

Professional Contribution :

  1. CAP Admission -CET Cell Reporting

  2. AIDS- NBA Coordinator

  3. FDP for navigating SAR documentation

  4. Admin responsibility


Invited Talks :

Sr. No Name Description Type Role From Date To Date
1 Agentic AI for a Smarter,Adaptive, and Responsible Future FDP - 06-Oct-2025 10-Oct-2025
2 Recent Trends in Computation FDP - 15-Sep-2025 19-Sep-2025
3 Python Django Framework FDP Participated 29-Apr-2025 30-Apr-2025
4 UGC-MMTTC sponsored Online FDP on 'NEP Orientation and Sensitization Programme' Organised by AI&DS Dept. VIT FDP Participated 21-Apr-2025 30-Apr-2025
5 The Applications of AI Tools in Education and Research FDP FDP Participated 27-Aug-2024 31-Aug-2024
6 Mastering the Art of Quality Research and Publications FDP Participated 12-Aug-2024 16-Aug-2024
7 Mastering the Art of Quality Research and Publications FDP Participated 12-Aug-2024 16-Aug-2024
8 AI Foundations for Business Professionals Three Courses - AI Essentials, AI Governance and Generative and Agentic AI MOOC - - -

Book Chapter:

  1. Greywater Turbidity Monitoring System Using Arduino Uno to Monitor Water Quality for Irrigation and Reuse ,null,126

International Conference:

  1. Detection of GAN Generated Human Face ,ICSMSS 2025,125
  2. SummarAIze AI Powered Research Assistant ,GSEACT,126
  3. Diabetes Prediction using Machine Learning: A Support vector machine approach ,ICRRRAI 2026,126
  4. A Hybrid Approach for Underwater Image Enhancement ,I-SMAC 2024,124
  5. Turbidimeter: Design and Development of a Cost- effective Greywater Turbidity Monitoring System Using Arduino Uno ,null,125
  6. Image-Based Malware Detection ,AICCONS,126
  7. FinWise India: An AI-Driven Financial Co-Pilot using Split-Stream Waterfall Algorithm for Behavioral Debt Management ,ICCET 2026,126
  8. Parkinson’s Disease Detection Using Keystroke Dynamics with PSO-Based Feature Selection and Ensemble Voting Classifier ,ICSIAIML 2025,125
  9. Neuromorphic Chips: Computer Chips that Mimic the Human Brain’s Neurons for Faster AI ,ICRRRAI 2026,126

International Journal:

  1. Natural Language Processing for Diabetes Research: Identifying Hidden Risk Patterns in Electronic Health Records ,null,125
  2. An Ultra Low Power Personalizable Wrist-Worn ECG Monitor Integrated with IoT Infrastructure ,Vascular and Endovascular Review,125
  3. MRI Image Enhancement using POSHE and CLAHE ,I-SMAC 2024,124
  4. AI-ENHANCED COMPUTER-AIDED DESIGN (CAD) SYSTEMS: UTILIZING DEEP LEARNING FOR INTELLIGENT ENGINEERING PRODUCT OPTIMIZATION ,International Journal of Applied Mathematics,125
  5. Unsupervised Machine Learning Approaches for Anomaly Detection in Large Scale Data Systems ,Gongcheng Kexue Yu Jishu/Advanced Engineering Science,126
  6. Enhancing early skin cancer detection and diagnosis through a rotation-invariant coordinate convolutional neural network for revolutionary medical advancements ,Progress in Artificial Intelligence,125
  7. AI Based Automated Issue Triage System on GitHub Using Machine Learning and Natural Language Processing ,Vishwakarma Journal of Artificial Intelligence,126

National Conference:

  1. Deepfake Detection System using EfficientNet ,null,124

National Journal:

  1. Hybrid Approach to Signature Forgery Detection using Siamese Neural Networks and Classification Techniques ,null,124
  2. AI-Based Automated Issue Triage System on GitHub Using Machine Learning and Natural Language Processing ,Vishwakarma Journal Artificial Intelligence,126


Research Grant / Funded Projects :

  1. ANDIS-AI Wearable for Anxiety Disorder Detection
  2. AI- Based Mock Interview System
  3. The GenAI for Good Challenge
  4. AI Wearable for Anxiety Disorder Detection
  5. AvanGuard: AI Security & Governance
  6. GenAI for Good Challenge
  7. AI Based Multilingual Voice Enabled Government Services Assistant
  8. DataScrub – Autonomous Data Cleaning Agent
  9. Project Cartographer – Agentic, Graph-Based Static Analysis for Codebase Understanding Tool
  10. AI Digital Memory System
  11. IntervueX – An AI-Powered Intelligent Interview Preparation and Evaluation System
  12. AI-Powered Multi-Agent Research Automation System
  13. AI-Powered Project Management System
  14. Implement an agentic workflow using LangGraph to process and analyze unstructured text. Utilize NebulaGraph to store and manage extracted entities and their relationships. Integrate Weaviate as a vector database to facilitate semantic search and retrieval.
  15. Internship Application Pipeline Agent
  16. Artifact Driven Agentic AI System for Early Stage Software Architecture and Design Planning
  17. Test Gen AI AI DRIVEN TEST CASE GENERATION SYSTEM
  18. Finetuning Mistral Model - Ministral-3-8B-Reasoning-2512

Patents :

  1. Smart LPG Leakage Detection System
  2. IOT Upgradable System for Low Cost Greywater Turbidity Monitoring using a Microcontroller
  3. DECENTRALIZED SYSTEM FOR SECURE AND EFFICIENT DISTRIBUTED COMPUTE-SHARING
  4. A Smart System for Multimodal Skin Diagnosis
  5. Privacy Preserving Database System Featuring Oblivious Access Control Hybrid Encryption Routing and GPU Accelerated Homomorphic Queries
  6. AgriBio
  7. Food Auth AI Enabled Portable Device For Real Time Detection and Digital Tracking of Food Adulteration
  8. A method and system or generating a personalized cardiovascular risk reduction pathway
  9. Medipulse A Smart OPD Management System
  10. A method and system for structured query to visualization mapping using natural language intermediate
  11. A SYSTEM AND METHOD FOR MONOCULAR DEPTH ESTIMATION FOR INDUSTRIAL TOPOLOGICAL INSPECTION
  12. Next Route: AI-Based Context-Aware Personalized Travel Itinerary Generation System
  13. A GPS BASED AUTOMATED TOLL COLLECTION SYSTEM
  14. A VOICE ENABLED TEMPERATURE MONITORING DEVICE



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